ArticlePsychological methods2025
Troubleshooting Bayesian cognitive models.
Article in Psychological methods, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
21 citing papers in PubMed.
- Bidirectional modulation of reward-guided decision making by dopamine.Psychopharmacology · 2025Trial
- Computational protocol for hierarchical Bayesian modeling of perception and generalization in fear conditioning.STAR protocols · 2026Article
- Automatic, But Not Autonomous: Implicit Adaptation Is Modulated by Goal-Directed Attentional Demands.eNeuro · 2026Article
- Computational Modelling Reveals Slower Safety Learning and Threat Extinction are Associated With Higher Anxiety Severity in Remote Fear Conditioning.Computational psychiatry (Cambridge, Mass.) · 2026Article
- Challenges and opportunities of psychological aging research.European journal of ageing · 2025Review
- Neurocomputational mechanisms underlying the distinct motivational influences of reward and punishment on cognitive control.bioRxiv : the preprint server for biology · 2025Article
- Latent variable sequence identification for cognitive models with neural network estimators.Behavior research methods · 2025Article
- Social inequity disrupts reward-based learning.Communications psychology · 2025Article
- Divisive attenuation based on noisy sensorimotor predictions accounts for excess variability in self-touch.Journal of neurophysiology · 2025Article
- Eating disorder symptoms and emotional arousal modulate food biases during reward learning in females.Nature communications · 2025Article
- Naturally disengaging control to reveal habits.Research square · 2025Article
- A neurocognitive mechanism for increased cooperation during group formation.Communications psychology · 2024Article
- A tutorial on fitting joint models of M/EEG and behavior to understand cognition.Behavior research methods · 2024Article
- A Workflow for Building Computationally Rational Models of Human Behavior.Computational brain & behavior · 2024Article
- High stakes slow responding, but do not help overcome Pavlovian biases in humans.Learning & memory (Cold Spring Harbor, N.Y.) · 2024Article
- Bayesian Graphical Modeling with the Circular Drift Diffusion Model.Computational brain & behavior · 2024Article
- Artificial neural networks for model identification and parameter estimation in computational cognitive models.PLoS computational biology · 2024Article
- Artificial neural networks for model identification and parameter estimation in computational cognitive models.bioRxiv : the preprint server for biology · 2024Article
- Active reinforcement learning versus action bias and hysteresis: control with a mixture of experts and nonexperts.PLoS computational biology · 2024Article
- Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
Abstract
Using Bayesian methods to apply computational models of cognitive processes, or
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.